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* add resnet50 * fix bug * fix bug * fix bug * refine * fix bug * add choice and mask of units to checkpoint (#397) * add choice and mask of units to checkpoint * update * fix bug * remove device operation * fix bug * fix circle ci error * fix error in numpy for circle ci * fix bug in requirements * restore * add a note * a new solution * save mutable_channel.mask as float for dist training * refine * mv meta file test Co-authored-by: liukai <your_email@abc.example> Co-authored-by: jacky <jacky@xx.com> * fix bug * add assert * fix bug * change iter to epoch * bn_imp use abs Co-authored-by: jacky <jacky@xx.com> Co-authored-by: liukai <your_email@abc.example>